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Lessons learned from scaling large language models in production
41 min

Lessons learned from scaling large language models in production

MLOps World - MLOps World & Generative AI World 2024
Matt Squire
ray-serve large-language-models llm rag mlops gpu performance-optimization inference scaling python fastapi kubernetes vm vector-database
Introducción a FastAPI
30 min

Introducción a FastAPI

PyCon - PyCon US 2023
Sebastián Ramírez
fastapi python api-development web-framework type-annotations pydantic starlette documentation data-validation performance async-programming
Modern, typed Python for (multimodal) ML: From training to deployment
58 min

Modern, typed Python for (multimodal) ML: From training to deployment

PyCon - PyCon US 2023
Johannes Messner
python type-hints machine-learning mlops data-validation fastapi pydantic docarray deployment multimodal-ai tensor-shapes
Building a Model Prediction Server
1h 46m

Building a Model Prediction Server

PyCon - PyCon US 2023
Ethan Swan
python fastapi scikit-learn machine-learning api-development model-serving predictive-modeling data-science production-deployment
Web Development With A Python-backed Frontend: Featuring HTMX and Tailwind
2h 26m

Web Development With A Python-backed Frontend: Featuring HTMX and Tailwind

PyCon - PyCon US 2023
Mario Munoz
python fastapi htmx tailwind-css web-development frontend-development templating jinja restful-api html css database

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